Paths2pair: Meta-path based link prediction in billion-scale commercial heterogeneous graphs

J Hang, Z Hong, X Feng, G Wang, G Yang, F Li… - Proceedings of the 30th …, 2024 - dl.acm.org
Link prediction, determining if a relation exists between two entities, is an essential task in
the analysis of heterogeneous graphs with diverse entities and relations. Despite extensive …

Complex-Path: Effective and Efficient Node Ranking with Paths in Billion-Scale Heterogeneous Graphs

J Hang, Z Hong, X Feng, G Wang, D Cao… - Proceedings of the …, 2024 - dl.acm.org
Node ranking in heterogeneous graphs, which quantifies the relative importance of nodes,
can often be improved by incorporating information from relevant paths. Graph database …

Behavior-aware Sparse Trajectory Recovery in Last-mile Delivery with Multi-scale Attention Fusion

H Wang, S Wang, L Lin, Y Yang, S Wang… - Proceedings of the 33rd …, 2024 - dl.acm.org
Trajectory data is a valuable asset for service management and spatio-temporal mining in
transportation and logistics systems. However, due to equipment failure, network delay, and …

SmallMap: Low-cost Community Road Map Sensing with Uncertain Delivery Behavior

Z Hong, H Wang, Y Ding, G Wang, T He… - Proceedings of the ACM …, 2024 - dl.acm.org
Accurate road networks play a crucial role in modern mobile applications such as navigation
and last-mile delivery. Most existing studies primarily focus on generating road networks in …

MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions

Q Yang, Z **e, H Wei, D Zhang, Y Yang - Proceedings of the 33rd ACM …, 2024 - dl.acm.org
Urban traffic is subject to disruptions that cause extended waiting time and safety issues at
signalized intersections. While numerous studies have addressed the issue of intelligent …

AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data

Q Yang, Z Hong, D Cao, H Wang, Z **e, T He… - arxiv preprint arxiv …, 2024 - arxiv.org
Textual description of a physical location, commonly known as an address, plays an
important role in location-based services (LBS) such as on-demand delivery and navigation …

Balancing Efficiency and Experience: A Predictive Cyber Physical System (CPS) for Urban Logistics

S Zhong - 2024 - search.proquest.com
Abstract Cyber-Physical Systems (CPS) integrate physical entities with information systems,
enabling sensing, decision-making, and control actions, which has driven the development …